Ishai Menache

Hugo de Oliveira Barbalho

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

Hindsight Learning for MDPs with Exogenous Inputs.

[BibT_eX]

[DOI]

Sean R. Sinclair

Felipe Vieira Frujeri

Ching-An Cheng

Luke Marshall

Proceedings of the International Conference on Machine Learning, 2023

Anticipatory Resource Allocation for ML Training.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

2022

Dynamic Resource Allocation in the Cloud with Near-Optimal Efficiency.

[BibT_eX]

[DOI]

Sebastian Perez-Salazar

Mohit Singh

Alejandro Toriello

Oper. Res., 2022

Truthful Online Scheduling of Cloud Workloads under Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

2021

Multi-itinerary optimization as cloud service.

[BibT_eX]

[DOI]

Commun. ACM, 2021

Online Virtual Machine Allocation with Lifetime and Load Predictions.

[BibT_eX]

[DOI]

Proceedings of the SIGMETRICS '21: ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2021

Contracting Wide-area Network Topologies to Solve Flow Problems Quickly.

[BibT_eX]

[DOI]

Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

2020

Online Virtual Machine Allocation with Predictions.

[BibT_eX]

[DOI]

CoRR, 2020

Protean: VM Allocation Service at Scale.

[BibT_eX]

[DOI]

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Optimizing Onsite Food Services at Scale.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019

TEAVAR: striking the right utilization-availability balance in WAN traffic engineering.

[BibT_eX]

[DOI]

Proceedings of the ACM Special Interest Group on Data Communication, 2019

Multi-Itinerary Optimization as Cloud Service (Industrial Paper).

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018

Netco: Cache and I/O Management for Analytics over Disaggregated Stores.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, 2018

2017

ERA: A Framework for Economic Resource Allocation for the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Distributed resource management across process boundaries.

[BibT_eX]

[DOI]

Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016

Dynamic Pricing and Traffic Engineering for Timely Inter-Datacenter Transfers.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Morpheus: Towards Automated SLOs for Enterprise Clusters.

[BibT_eX]

[DOI]

Sangeetha Abdu Jyothi

Carlo Curino

Shravan Matthur Narayanamurthy

Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

Resource Management with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016

Optimizing distributed actor systems for dynamic interactive services.

[BibT_eX]

[DOI]

Proceedings of the Eleventh European Conference on Computer Systems, 2016

Big data analytics systems.

[BibT_eX]

[DOI]

Ganesh Ananthanarayanan

Proceedings of the Big Data over Networks, 2016

2015

Near-Optimal Scheduling Mechanisms for Deadline-Sensitive Jobs in Large Computing Clusters.

[BibT_eX]

[DOI]

ACM Trans. Parallel Comput., 2015

Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Online Caching with Convex Costs: Extended Abstract.

[BibT_eX]

[DOI]

Mohit Singh

Proceedings of the 27th ACM on Symposium on Parallelism in Algorithms and Architectures, 2015

Truthful Online Scheduling with Commitments.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM Conference on Economics and Computation, 2015

Network-Aware Scheduling for Data-Parallel Jobs: Plan When You Can.

[BibT_eX]

[DOI]

Konstantin Makarychev

Matthew Caesar

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

2014

A Truthful Mechanism for Value-Based Scheduling in Cloud Computing.

[BibT_eX]

[DOI]

Theory Comput. Syst., 2014

Co-Location-Resistant Clouds.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2014

Brief announcement: deadline-aware scheduling of big-data processing jobs.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM Symposium on Parallelism in Algorithms and Architectures, 2014

Calendaring for wide area networks.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2014 Conference, 2014

On-demand, Spot, or Both: Dynamic Resource Allocation for Executing Batch Jobs in the Cloud.

[BibT_eX]

[DOI]

Ohad Shamir

Navendu Jain

Proceedings of the 11th International Conference on Autonomic Computing, 2014

2013

A State Action Frequency Approach to Throughput Maximization over Uncertain Wireless Channels.

[BibT_eX]

[DOI]

Krishna P. Jagannathan

Shie Mannor

Eytan H. Modiano

Internet Math., 2013

Efficient online scheduling for deadline-sensitive jobs: extended abstract.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM Symposium on Parallelism in Algorithms and Architectures, 2013

Speeding up distributed request-response workflows.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Virtualizing Traffic Shapers for Practical Resource Allocation.

[BibT_eX]

[DOI]

Proceedings of the 5th USENIX Workshop on Hot Topics in Cloud Computing, 2013

2012

Dynamic Power Allocation Under Arbitrary Varying Channels - An Online Approach.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2012

Non-Cooperative Spectrum Access - The Dedicated vs. Free Spectrum Choice.

[BibT_eX]

[DOI]

Krishna P. Jagannathan

Eytan H. Modiano

Gil Zussman

IEEE J. Sel. Areas Commun., 2012

Surviving failures in bandwidth-constrained datacenters.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2012 Conference, 2012

Topology-Aware VM Migration in Bandwidth Oversubscribed Datacenter Networks.

[BibT_eX]

[DOI]

Proceedings of the Automata, Languages, and Programming - 39th International Colloquium, 2012

2011

Network Games: Theory, Models, and Dynamics

[BibT_eX]

[DOI]

Asuman E. Ozdaglar

Synthesis Lectures on Communication Networks, Morgan & Claypool Publishers, ISBN: 978-3-031-79248-9, 2011

Reservation-based distributed medium access in wireless collision channels.

[BibT_eX]

[DOI]

Telecommun. Syst., 2011

Flows and Decompositions of Games: Harmonic and Potential Games.

[BibT_eX]

[DOI]

Math. Oper. Res., 2011

Socially optimal pricing of cloud computing resources.

[BibT_eX]

[DOI]

Asuman E. Ozdaglar

Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

Online Job-Migration for Reducing the Electricity Bill in the Cloud.

[BibT_eX]

[DOI]

Niv Buchbinder

Navendu Jain

Proceedings of the NETWORKING 2011, 2011

Service Routing in Multi-ISP Peer-to-Peer Content Distribution: Local or Remote?

[BibT_eX]

[DOI]

Parimal Parag

Srinivas Shakkottai

Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

2010

Near-Optimal Power Control in Wireless Networks: A Potential Game Approach.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Dynamic Power Allocation Under Arbitrary Varying Channels - The Multi-User Case.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Dynamics in near-potential games.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009

Dynamic Discrete Power Control in Cellular Networks.

[BibT_eX]

[DOI]

Konstantin Avrachenkov

Gregory B. Miller

Balakrishna J. Prabhu

Adam Shwartz

IEEE Trans. Autom. Control., 2009

A dynamic random access game with energy constraints.

[BibT_eX]

[DOI]

Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009

Team and Noncooperative Solutions to Access Control with Priorities.

[BibT_eX]

[DOI]

Alberto Suárez

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Noncooperative Load Balancing in the Continuum Limit of a Dense Network.

[BibT_eX]

[DOI]

Asuman E. Ozdaglar

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Competitive scheduling in wireless collision channels with correlated channel state.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Game Theory for Networks, 2009

2008

Capacity management and equilibrium for proportional QoS.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2008

Rate-Based Equilibria in Collision Channels with Fading.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2008

Battery-state dependent power control as a dynamic game.

[BibT_eX]

[DOI]

Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, 2008

Noncooperative power control and transmission scheduling in wireless collision channels.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2008

Efficient Rate-Constrained Nash Equilibrium in Collision Channels with State Information.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Decentralized Rate Regulation in Random Access Channels.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

2007

Fixed-Rate Equilibrium in Wireless Collision Channels.

[BibT_eX]

[DOI]

Proceedings of the Network Control and Optimization, 2007

2006

Capacity Assignment for Proportional QoS in Diffserv-Like Networks.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005

Basis Function Adaptation in Temporal Difference Reinforcement Learning.

[BibT_eX]

[DOI]

Shie Mannor

Ann. Oper. Res., 2005

Proportional QoS in Differentiated Services Networks: Capacity Management, Equilibrium Analysis and Elastic Demands.

[BibT_eX]

[DOI]

Proceedings of the Internet and Network Economics, First International Workshop, 2005

2004

Dynamic abstraction in reinforcement learning via clustering.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

2002

Q-Cut - Dynamic Discovery of Sub-goals in Reinforcement Learning.

[BibT_eX]

[DOI]

Shie Mannor